| { | |
| "best_metric": 0.9445333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0897/checkpoints/checkpoint-999", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 999, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.8754801750183105, | |
| "learning_rate": 4.666666666666666e-05, | |
| "loss": 0.7747, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9261333333333334, | |
| "eval_loss": 0.2672464847564697, | |
| "eval_runtime": 13.13, | |
| "eval_samples_per_second": 285.606, | |
| "eval_steps_per_second": 4.494, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 24.60793113708496, | |
| "learning_rate": 2.333333333333333e-05, | |
| "loss": 0.146, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9336, | |
| "eval_loss": 0.22911928594112396, | |
| "eval_runtime": 13.1685, | |
| "eval_samples_per_second": 284.77, | |
| "eval_steps_per_second": 4.48, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.08172684907913208, | |
| "learning_rate": 0.0, | |
| "loss": 0.0621, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9445333333333333, | |
| "eval_loss": 0.2059417963027954, | |
| "eval_runtime": 13.3774, | |
| "eval_samples_per_second": 280.324, | |
| "eval_steps_per_second": 4.41, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 999, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.94223961867776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |